Guillaume Bouchard
Guillaume Bouchard
Facebook AI
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TitleCited byYear
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning (ICML) 48, 2071-2080, 2016
3842016
Testing for associations between loci and environmental gradients using latent factor mixed models
E Frichot, SD Schoville, G Bouchard, O François
Molecular biology and evolution 30 (7), 1687-1699, 2013
3532013
Hierarchical part-based visual object categorization
G Bouchard, B Triggs
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
2272005
Fast and efficient estimation of individual ancestry coefficients
E Frichot, F Mathieu, T Trouillon, G Bouchard, O François
Genetics 196 (4), 973-983, 2014
2112014
Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web
P Sobkowicz, M Kaschesky, G Bouchard
Government information quarterly 29 (4), 470-479, 2012
2072012
The tradeoff between generative and discriminative classifiers
G Bouchard, B Triggs
1752004
Method, apparatus, and article of manufacture for estimating parameters of a probability model on shared device usage probabilistic semantic analysis
JM Andreoli, G Bouchard
US Patent 7,567,946, 2009
1722009
Efficient bounds for the softmax function, applications to inference in hybrid models
G Bouchard
Presentation at the Workshop for Approximate Bayesian Inference in …, 2007
85*2007
Convex collective matrix factorization
G Bouchard, D Yin, S Guo
Artificial Intelligence and Statistics, 144-152, 2013
782013
Robust Bayesian matrix factorisation
B Lakshminarayanan, G Bouchard, C Archambeau
Proceedings of the Fourteenth International Conference on Artificial …, 2011
622011
Knowledge graph completion via complex tensor factorization
T Trouillon, CR Dance, É Gaussier, J Welbl, S Riedel, G Bouchard
The Journal of Machine Learning Research 18 (1), 4735-4772, 2017
582017
Variational bounds for mixed-data factor analysis
MEE Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
562010
Fast variational Bayesian inference for non-conjugate matrix factorization models
M Seeger, G Bouchard
Artificial Intelligence and Statistics, 1012-1018, 2012
462012
Modification of images from a user's album for spot-the-differences
G Csurka, GM Bouchard
US Patent 8,237,743, 2012
442012
Clustering using non-negative matrix factorization on sparse graphs
F Perronnin, G Bouchard
US Patent 9,727,532, 2017
432017
On approximate reasoning capabilities of low-rank vector spaces
G Bouchard, S Singh, T Trouillon
2015 AAAI Spring Symposium Series, 2015
432015
Group-sparse embeddings in collective matrix factorization
A Klami, G Bouchard, A Tripathi
arXiv preprint arXiv:1312.5921, 2013
422013
Actuation system for a controllable pitch propeller
DV Arel, R Perkinson, D Danielson
US Patent 6,811,376, 2004
422004
Collapsed gibbs sampler for sparse topic models and discrete matrix factorization
CP Archambeau, GM Bouchard
US Patent 8,510,257, 2013
382013
Selection of generative models in classification
G Bouchard, G Celeux
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (4), 544-554, 2006
372006
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